A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
MIT License
Go to PyPI page
> Here
This is the Official Repository of Xtreme-Vision. Xtreme-Vision is a High Level Python Library which is built with simplicity in mind for Computer Vision Tasks, such as Object-Detection, Human-Pose-Estimation, Segmentation Tasks, it provides the support of a list of state-of-the-art algorithms, You can Start Detecting with Pretrained Weights as well as You can train the Models On Custom Dataset and with Xtreme-Vision you have the Power to detect/segment only the Objects of your interest
Currently, It Provides the Solution for the following Tasks:
For Detection with pre-trained models it provides:
For Custom Training It Provides:
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Get Started:
!pip install xtreme-vision
For More Tutorials of Xtreme-Vision, Click
Here
YOLOv4
Example
Image Object Detection
Using YOLOv4
from xtreme_vision.Detection import Object_Detection
model = Object_Detection()
model.Use_YOLOv4()
model.Detect_From_Image(input_path='kite.jpg',
output_path='./output.jpg')
from PIL import Image
Image.open('output.jpg')